The purpose of this project is to investigate how geometric transformations, including translation, rotation, reflection, scaling, and their combinations, are employed to produce unique patterns and how these patterns have been used in contemporary art both historically and currently. The aim of this project is to bridge the gap between geometry and art, demonstrating how geometric principles not only support the production of aesthetical patterns but also reflect deeper aesthetic, cultural, and philosophical values.